Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "158"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 158 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 87 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 85 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 158, Node N12:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459904 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.735478 -0.396550 -0.906707 -1.062441 1.708710 2.165811 12.514755 36.277167 0.6335 0.6641 0.4197 nan nan
2459903 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.062727 -0.574104 -1.006781 -1.146782 1.888072 1.567900 11.760065 34.221805 0.6361 0.6650 0.4251 nan nan
2459902 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.110425 -0.523566 -1.047134 -1.395879 2.179134 1.813336 5.457251 17.763465 0.6426 0.6671 0.4156 nan nan
2459901 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.310271 -0.236160 -0.927482 -1.020983 3.277509 1.981865 3.574912 14.634394 0.6664 0.6830 0.4083 nan nan
2459900 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.324359 -0.220145 -0.846010 -1.043857 2.874916 1.555697 4.520090 18.048614 0.6046 0.6316 0.3474 nan nan
2459898 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.450312 -0.513697 -0.999434 -1.102429 2.178938 1.706128 11.268624 29.269304 0.6573 0.6785 0.4094 nan nan
2459897 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.183813 -0.397319 -1.097448 -1.048483 1.464455 1.020050 9.174159 27.349480 0.6533 0.6719 0.4133 nan nan
2459896 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.304050 -1.048019 -1.151630 -1.289714 0.804372 0.417638 3.267390 14.410409 0.6534 0.6735 0.4143 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.963069 -0.746841 -0.871206 -1.533517 1.843911 0.523243 -0.125157 -0.484893 0.7364 0.7354 0.2921 nan nan
2459894 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.931274 -0.479998 -0.845728 -0.880880 1.784032 1.022165 3.547643 19.602276 0.6586 0.6705 0.4004 nan nan
2459893 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.423078 -0.649773 -1.024435 -1.020922 0.661141 0.392881 6.754937 25.445818 0.6661 0.6797 0.3987 nan nan
2459892 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.248510 -0.619007 -1.212747 -1.405270 3.040916 1.570985 7.413858 18.788572 0.6680 0.6848 0.3964 nan nan
2459891 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.167610 -0.738991 -1.136585 -1.575229 1.557908 -0.645195 9.063958 16.934755 0.6619 0.6806 0.4009 nan nan
2459890 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.504774 -0.680963 -0.868174 -1.962750 2.156720 0.178051 3.926032 11.046146 0.6636 0.6794 0.4002 nan nan
2459889 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.047872 -0.828007 -1.158470 -1.592454 1.157086 -0.652191 6.416055 25.029011 0.6710 0.6830 0.3958 nan nan
2459888 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.277020 -0.832054 -1.034764 -1.875463 1.064712 0.098709 1.299594 6.212036 0.6848 0.7006 0.3901 nan nan
2459887 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.496608 -0.690786 -1.157819 -1.850220 0.741977 2.310610 1.350816 12.069595 0.6707 0.6843 0.4012 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.497295 -0.925433 -1.056094 -1.530709 -0.394888 -0.250105 -0.605814 -0.426149 0.7412 0.7360 0.3477 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.132380 -1.200056 1.777895 5.039082 1.523971 1.319672 1.520637 6.356436 0.7043 0.7105 0.3743 nan nan
2459884 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.232854 -0.794028 -0.973679 -1.240784 0.986815 -0.322960 4.941708 17.995250 0.6801 0.6852 0.4004 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.217663 -0.626784 2.210985 4.905740 0.864377 1.265980 17.898764 54.636614 0.6717 0.6868 0.4000 nan nan
2459882 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.084237 -0.179346 0.858952 3.875641 2.239535 0.347039 4.541654 20.116866 0.6680 0.6787 0.4022 nan nan
2459881 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.059366 -0.336745 1.042329 5.136069 2.003216 1.269642 17.056676 53.420111 0.7181 0.7355 0.3384 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.190264 -0.728216 1.308323 4.442685 1.939319 1.632706 8.141127 27.105744 0.6716 0.6863 0.4055 nan nan
2459879 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.129964 -0.367052 -0.636918 -0.828794 1.594449 0.019883 8.811678 28.013608 0.6523 0.6794 0.4298 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.558220 -0.379440 2.412764 6.141491 1.032522 1.414477 10.155698 49.155895 0.6650 0.6886 0.4146 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.005801 -0.979910 1.209767 3.654858 -0.960816 12.038826 7.802503 32.589339 0.6932 0.6829 0.3932 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.364631 -1.314705 1.265453 3.364193 1.162777 0.175506 1.998552 28.912380 0.7078 0.7155 0.3954 nan nan
2459874 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.761851 -1.049433 0.520802 1.183352 0.623825 -0.163233 9.795048 51.534396 0.6960 0.6821 0.3833 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.511561 -0.716301 0.005757 1.464330 1.625031 0.424879 1.468673 30.847435 0.6981 0.6793 0.3838 nan nan
2459872 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.743460 -1.136742 0.776723 2.673289 1.838190 1.260347 8.345099 51.619394 0.6895 0.6723 0.3991 nan nan
2459871 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.422120 -1.122191 0.929355 3.238547 0.450406 0.049764 3.803993 21.002519 0.7018 0.6797 0.3876 nan nan
2459870 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.452861 -1.159013 1.373653 2.545778 3.628477 1.485114 18.638779 56.201699 0.6994 0.6839 0.4004 nan nan
2459869 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.734960 -1.511108 1.420851 2.941476 1.410984 1.176062 4.414968 22.909660 0.7040 0.7027 0.3963 nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.440059 -0.715355 0.371746 2.220548 1.579262 0.432191 7.374366 66.128780 0.6839 0.6722 0.4175 nan nan
2459867 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.502421 -0.567497 0.558995 1.619648 1.784454 0.100166 4.390692 42.410914 0.7028 0.6851 0.4063 nan nan
2459866 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.030825 -0.716124 1.035055 1.620410 3.044469 0.357081 6.147906 16.782018 0.7023 0.6851 0.3992 nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.826609 0.058882 10.607540 1.220987 1.107992 0.933626 3.457567 21.006328 0.7240 0.7005 0.3720 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.725382 -1.046142 7.052584 -0.299101 1.096697 0.294238 14.267846 64.192025 0.7049 0.6783 0.4186 nan nan
2459863 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.324694 -0.899306 -1.442169 -0.527457 1.077847 -0.601256 3.895892 32.447772 0.7001 0.6698 0.4075 nan nan
2459862 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.338299 -0.970309 9.208840 0.217901 1.177056 -0.433914 1.008120 14.854586 0.6843 0.6911 0.4237 nan nan
2459861 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.952903 -0.775019 -2.297753 -0.412530 0.200689 0.142559 6.630388 43.650089 0.7108 0.6761 0.4223 nan nan
2459860 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.322426 -1.326849 7.929610 0.943835 1.084864 0.535932 5.933038 22.544171 0.7182 0.6787 0.4204 nan nan
2459859 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.191613 -0.842616 -1.968383 -0.640945 -0.787057 -0.609108 1.877529 13.264295 0.7244 0.6864 0.4140 nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.193926 -0.714985 -2.657474 -0.715508 -0.059299 -0.442814 5.706956 28.456871 0.7340 0.6911 0.4268 3.529674 3.271233
2459857 digital_ok 100.00% 100.00% 100.00% 0.00% - - 8.714143 2.625514 -1.658811 -0.128596 13.882673 10.924648 20.123718 37.070348 0.0261 0.0249 0.0007 nan nan
2459856 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.034370 -1.188884 7.823782 1.375086 1.137805 0.489622 1.890165 19.816786 0.7251 0.7066 0.4114 3.243864 2.868157
2459855 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.791413 -1.467260 8.213154 1.207005 1.461859 0.697338 3.935730 21.697932 0.7062 0.7211 0.4460 2.921548 2.661232
2459854 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.772656 -1.703584 16.939893 1.596936 0.787931 0.277125 1.081847 34.023175 0.7181 0.7347 0.4500 3.292246 2.914002
2459853 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.122350 -1.084705 21.720409 2.208989 4.229689 0.498467 0.922278 33.083776 0.7430 0.6868 0.4334 3.710240 3.243636
2459852 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.635407 -1.180731 21.382546 2.918424 11.027363 0.694844 13.564304 5.373574 0.8039 0.8231 0.2852 6.775736 6.300726
2459851 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.865516 0.102255 23.880225 3.037842 9.890312 1.801039 6.138597 39.514424 0.7547 0.7282 0.3569 0.000000 0.000000
2459850 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.837239 19.269933 23.321016 25.554390 10.406474 19.969278 5.613863 14.750072 0.0301 0.0259 0.0009 1.218763 1.206549
2459849 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 14.898029 -1.541313 46.998393 0.663151 7.209141 0.690557 2.683841 5.522233 0.0443 0.7443 0.4790 1.244713 3.692962
2459848 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 13.583646 -0.844412 30.231630 -0.181077 14.352594 1.292101 2.026216 3.701382 0.0445 0.7464 0.5017 1.211451 3.191841
2459847 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.692071 -1.123806 28.245858 0.362884 21.675448 0.665060 0.655518 7.685976 0.0371 0.6817 0.4755 1.254369 4.928722
2459845 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.240560 -1.050679 39.981753 -1.011788 10.205546 1.839949 1.341952 3.591626 0.0519 0.7325 0.5160 1.230852 3.632731
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - 13.395034 0.274224 7.229740 2.042297 0.842803 1.091081 5.093554 3.795202 0.0242 0.0240 0.0004 nan nan
2459843 digital_ok 100.00% 100.00% 0.66% 0.00% 100.00% 0.00% 17.134018 -1.216998 19.210039 -0.045480 64.525695 0.161615 0.275924 2.287578 0.0383 0.7385 0.4811 1.310638 4.856865
2459842 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 10.174597 -0.219232 8.883615 -0.153595 -0.113587 1.109312 0.166027 0.998578 0.0341 0.6662 0.3521 1.543194 5.474186
2459841 digital_ok 100.00% 100.00% 100.00% 0.00% - - 14.235214 3.466433 4.385865 0.146907 0.616644 9.410038 2.337859 2.817681 0.0240 0.0242 0.0005 nan nan
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 116.175208 209.869168 55.975966 70.030588 461.030416 808.371503 1025.792991 1512.064191 0.0177 0.0162 0.0011 nan nan
2459839 digital_ok 100.00% - - - - - 38.920323 60.093639 218.129723 178.850093 604.332331 246.537503 3489.822934 2271.668827 nan nan nan nan nan
2459838 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 16.077705 -1.717846 22.543939 -0.757500 20.180605 -0.769759 1.183280 3.752007 0.0364 0.6529 0.3964 0.000000 0.000000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0341 0.0325 0.0020 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - 2.401479 -0.612687 2.457294 1.214887 -0.756874 -0.667250 -0.679504 1.793226 0.0332 0.0316 0.0014 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - 6.258856 0.000174 3.425840 1.785169 2.405573 4.182493 2.563861 2.845499 0.0293 0.0305 0.0020 nan nan
2459832 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 30.312127 -2.592428 25.241887 -1.088267 14.115732 -0.590575 1.146264 1.502837 0.0364 0.4827 0.2960 1.328332 3.369662
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.417639 0.811128 -0.200722 2.642126 1.296934 2.072915 0.237254 1.484424 0.0291 0.0274 0.0017 nan nan
2459830 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 30.615356 -1.793404 35.940618 -0.914344 40.020267 0.022291 3.143552 3.456910 0.0382 0.5038 0.2628 1.485859 5.533791
2459829 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 28.549416 -2.432715 29.238714 -0.138600 29.175813 1.153705 3.723308 5.399819 0.0384 0.6214 0.3279 1.166497 47.578462
2459828 digital_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 25.376154 -1.532532 31.512272 -0.268180 36.799579 0.857900 7.956672 2.006051 0.0375 0.5022 0.2736 0.000000 0.000000
2459827 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 22.465660 -1.548885 35.553667 0.243342 24.833922 0.018842 -0.009547 1.325577 0.0317 0.0661 0.0593 0.000000 0.000000
2459826 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.785336 -1.322335 39.854839 -0.208916 49.124525 1.583303 5.002922 12.463379 0.0348 0.0613 0.0526 0.000000 0.000000
2459825 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.181370 -1.354802 31.795661 -1.032208 27.653164 -0.783046 -0.022249 -0.119075 0.0362 0.0607 0.0524 0.858003 0.891002
2459824 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.196741 -1.134691 -0.713084 -0.902117 0.488017 -1.226252 -0.242312 1.434749 0.0838 0.0717 0.0123 1.014963 1.019638
2459823 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.097482 -0.601732 -0.848384 -0.869630 -0.102488 -0.435006 -0.478248 1.335237 0.0823 0.0673 0.0120 0.875719 0.888579
2459822 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.314439 -1.224648 -0.426085 -0.383167 0.205642 0.349690 0.468424 -0.172805 0.0722 0.0584 0.0060 0.847640 0.852542
2459821 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.979455 -1.647046 -0.434266 -0.199508 -0.570925 0.378223 0.538367 -0.480650 0.0585 0.0523 0.0062 1.332029 1.334542
2459820 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.305533 -1.789833 0.376223 0.274849 3.128392 -0.189623 1.893605 3.782598 0.0790 0.0676 0.0102 1.291089 1.293628
2459817 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.568605 -1.270455 -0.631800 -0.385514 -1.061469 -0.571774 -0.067426 -0.205373 0.0831 0.0708 0.0072 1.226659 1.232332
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.415495 -1.620182 -0.994670 -1.167039 -0.220554 -0.649756 0.917902 6.847053 0.8476 0.5935 0.6016 3.917975 3.728611
2459815 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.071502 -1.058962 -1.005434 -1.092765 -0.033663 -0.297204 1.975175 5.673784 0.8015 0.6621 0.5219 4.184682 4.787668
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 158: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 36.277167 -0.396550 -0.735478 -1.062441 -0.906707 2.165811 1.708710 36.277167 12.514755

Antenna 158: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 34.221805 -0.574104 0.062727 -1.146782 -1.006781 1.567900 1.888072 34.221805 11.760065

Antenna 158: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 17.763465 -0.110425 -0.523566 -1.047134 -1.395879 2.179134 1.813336 5.457251 17.763465

Antenna 158: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 14.634394 -0.310271 -0.236160 -0.927482 -1.020983 3.277509 1.981865 3.574912 14.634394

Antenna 158: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 18.048614 -0.324359 -0.220145 -0.846010 -1.043857 2.874916 1.555697 4.520090 18.048614

Antenna 158: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 29.269304 -0.513697 -0.450312 -1.102429 -0.999434 1.706128 2.178938 29.269304 11.268624

Antenna 158: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 27.349480 -0.397319 0.183813 -1.048483 -1.097448 1.020050 1.464455 27.349480 9.174159

Antenna 158: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 14.410409 -1.048019 -0.304050 -1.289714 -1.151630 0.417638 0.804372 14.410409 3.267390

Antenna 158: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Temporal Variability 1.843911 -0.963069 -0.746841 -0.871206 -1.533517 1.843911 0.523243 -0.125157 -0.484893

Antenna 158: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 19.602276 -0.479998 -0.931274 -0.880880 -0.845728 1.022165 1.784032 19.602276 3.547643

Antenna 158: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 25.445818 0.423078 -0.649773 -1.024435 -1.020922 0.661141 0.392881 6.754937 25.445818

Antenna 158: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 18.788572 -0.619007 0.248510 -1.405270 -1.212747 1.570985 3.040916 18.788572 7.413858

Antenna 158: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 16.934755 0.167610 -0.738991 -1.136585 -1.575229 1.557908 -0.645195 9.063958 16.934755

Antenna 158: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 11.046146 -0.680963 -0.504774 -1.962750 -0.868174 0.178051 2.156720 11.046146 3.926032

Antenna 158: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 25.029011 0.047872 -0.828007 -1.158470 -1.592454 1.157086 -0.652191 6.416055 25.029011

Antenna 158: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 6.212036 -0.832054 0.277020 -1.875463 -1.034764 0.098709 1.064712 6.212036 1.299594

Antenna 158: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 12.069595 -0.690786 0.496608 -1.850220 -1.157819 2.310610 0.741977 12.069595 1.350816

Antenna 158: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Shape 0.497295 0.497295 -0.925433 -1.056094 -1.530709 -0.394888 -0.250105 -0.605814 -0.426149

Antenna 158: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 6.356436 -1.200056 0.132380 5.039082 1.777895 1.319672 1.523971 6.356436 1.520637

Antenna 158: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 17.995250 -0.794028 0.232854 -1.240784 -0.973679 -0.322960 0.986815 17.995250 4.941708

Antenna 158: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 54.636614 -0.626784 0.217663 4.905740 2.210985 1.265980 0.864377 54.636614 17.898764

Antenna 158: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 20.116866 -0.179346 0.084237 3.875641 0.858952 0.347039 2.239535 20.116866 4.541654

Antenna 158: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 53.420111 -0.336745 0.059366 5.136069 1.042329 1.269642 2.003216 53.420111 17.056676

Antenna 158: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 27.105744 -0.728216 0.190264 4.442685 1.308323 1.632706 1.939319 27.105744 8.141127

Antenna 158: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 28.013608 -0.367052 0.129964 -0.828794 -0.636918 0.019883 1.594449 28.013608 8.811678

Antenna 158: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 49.155895 -0.379440 0.558220 6.141491 2.412764 1.414477 1.032522 49.155895 10.155698

Antenna 158: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 32.589339 1.005801 -0.979910 1.209767 3.654858 -0.960816 12.038826 7.802503 32.589339

Antenna 158: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 28.912380 -0.364631 -1.314705 1.265453 3.364193 1.162777 0.175506 1.998552 28.912380

Antenna 158: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 51.534396 0.761851 -1.049433 0.520802 1.183352 0.623825 -0.163233 9.795048 51.534396

Antenna 158: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 30.847435 -0.511561 -0.716301 0.005757 1.464330 1.625031 0.424879 1.468673 30.847435

Antenna 158: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 51.619394 -1.136742 -0.743460 2.673289 0.776723 1.260347 1.838190 51.619394 8.345099

Antenna 158: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 21.002519 -1.122191 -0.422120 3.238547 0.929355 0.049764 0.450406 21.002519 3.803993

Antenna 158: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 56.201699 0.452861 -1.159013 1.373653 2.545778 3.628477 1.485114 18.638779 56.201699

Antenna 158: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 22.909660 0.734960 -1.511108 1.420851 2.941476 1.410984 1.176062 4.414968 22.909660

Antenna 158: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 66.128780 -0.440059 -0.715355 0.371746 2.220548 1.579262 0.432191 7.374366 66.128780

Antenna 158: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 42.410914 -0.502421 -0.567497 0.558995 1.619648 1.784454 0.100166 4.390692 42.410914

Antenna 158: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 16.782018 -0.716124 -1.030825 1.620410 1.035055 0.357081 3.044469 16.782018 6.147906

Antenna 158: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 21.006328 -0.826609 0.058882 10.607540 1.220987 1.107992 0.933626 3.457567 21.006328

Antenna 158: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 64.192025 -1.046142 -1.725382 -0.299101 7.052584 0.294238 1.096697 64.192025 14.267846

Antenna 158: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 32.447772 -1.324694 -0.899306 -1.442169 -0.527457 1.077847 -0.601256 3.895892 32.447772

Antenna 158: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 14.854586 -1.338299 -0.970309 9.208840 0.217901 1.177056 -0.433914 1.008120 14.854586

Antenna 158: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 43.650089 -0.775019 -0.952903 -0.412530 -2.297753 0.142559 0.200689 43.650089 6.630388

Antenna 158: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 22.544171 -1.322426 -1.326849 7.929610 0.943835 1.084864 0.535932 5.933038 22.544171

Antenna 158: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 13.264295 -1.191613 -0.842616 -1.968383 -0.640945 -0.787057 -0.609108 1.877529 13.264295

Antenna 158: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 28.456871 -0.714985 -1.193926 -0.715508 -2.657474 -0.442814 -0.059299 28.456871 5.706956

Antenna 158: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 37.070348 2.625514 8.714143 -0.128596 -1.658811 10.924648 13.882673 37.070348 20.123718

Antenna 158: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 19.816786 -1.034370 -1.188884 7.823782 1.375086 1.137805 0.489622 1.890165 19.816786

Antenna 158: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 21.697932 -1.467260 -1.791413 1.207005 8.213154 0.697338 1.461859 21.697932 3.935730

Antenna 158: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 34.023175 -1.703584 4.772656 1.596936 16.939893 0.277125 0.787931 34.023175 1.081847

Antenna 158: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 33.083776 -1.084705 3.122350 2.208989 21.720409 0.498467 4.229689 33.083776 0.922278

Antenna 158: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Power 21.382546 3.635407 -1.180731 21.382546 2.918424 11.027363 0.694844 13.564304 5.373574

Antenna 158: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 39.514424 2.865516 0.102255 23.880225 3.037842 9.890312 1.801039 6.138597 39.514424

Antenna 158: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Power 25.554390 12.837239 19.269933 23.321016 25.554390 10.406474 19.969278 5.613863 14.750072

Antenna 158: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Power 46.998393 14.898029 -1.541313 46.998393 0.663151 7.209141 0.690557 2.683841 5.522233

Antenna 158: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Power 30.231630 -0.844412 13.583646 -0.181077 30.231630 1.292101 14.352594 3.701382 2.026216

Antenna 158: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Power 28.245858 -1.123806 15.692071 0.362884 28.245858 0.665060 21.675448 7.685976 0.655518

Antenna 158: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Power 39.981753 -1.050679 17.240560 -1.011788 39.981753 1.839949 10.205546 3.591626 1.341952

Antenna 158: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Shape 13.395034 13.395034 0.274224 7.229740 2.042297 0.842803 1.091081 5.093554 3.795202

Antenna 158: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Temporal Variability 64.525695 -1.216998 17.134018 -0.045480 19.210039 0.161615 64.525695 2.287578 0.275924

Antenna 158: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Shape 10.174597 10.174597 -0.219232 8.883615 -0.153595 -0.113587 1.109312 0.166027 0.998578

Antenna 158: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Shape 14.235214 14.235214 3.466433 4.385865 0.146907 0.616644 9.410038 2.337859 2.817681

Antenna 158: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 1512.064191 116.175208 209.869168 55.975966 70.030588 461.030416 808.371503 1025.792991 1512.064191

Antenna 158: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Temporal Discontinuties 3489.822934 60.093639 38.920323 178.850093 218.129723 246.537503 604.332331 2271.668827 3489.822934

Antenna 158: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Power 22.543939 -1.717846 16.077705 -0.757500 22.543939 -0.769759 20.180605 3.752007 1.183280

Antenna 158: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Power 2.457294 -0.612687 2.401479 1.214887 2.457294 -0.667250 -0.756874 1.793226 -0.679504

Antenna 158: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Shape 6.258856 0.000174 6.258856 1.785169 3.425840 4.182493 2.405573 2.845499 2.563861

Antenna 158: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Shape 30.312127 30.312127 -2.592428 25.241887 -1.088267 14.115732 -0.590575 1.146264 1.502837

Antenna 158: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Power 2.642126 -0.417639 0.811128 -0.200722 2.642126 1.296934 2.072915 0.237254 1.484424

Antenna 158: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Temporal Variability 40.020267 30.615356 -1.793404 35.940618 -0.914344 40.020267 0.022291 3.143552 3.456910

Antenna 158: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Power 29.238714 -2.432715 28.549416 -0.138600 29.238714 1.153705 29.175813 5.399819 3.723308

Antenna 158: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Temporal Variability 36.799579 -1.532532 25.376154 -0.268180 31.512272 0.857900 36.799579 2.006051 7.956672

Antenna 158: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Power 35.553667 22.465660 -1.548885 35.553667 0.243342 24.833922 0.018842 -0.009547 1.325577

Antenna 158: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Temporal Variability 49.124525 -1.322335 23.785336 -0.208916 39.854839 1.583303 49.124525 12.463379 5.002922

Antenna 158: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Power 31.795661 -1.354802 26.181370 -1.032208 31.795661 -0.783046 27.653164 -0.119075 -0.022249

Antenna 158: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 1.434749 1.196741 -1.134691 -0.713084 -0.902117 0.488017 -1.226252 -0.242312 1.434749

Antenna 158: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 1.335237 -0.601732 -0.097482 -0.869630 -0.848384 -0.435006 -0.102488 1.335237 -0.478248

Antenna 158: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Temporal Discontinuties 0.468424 -0.314439 -1.224648 -0.426085 -0.383167 0.205642 0.349690 0.468424 -0.172805

Antenna 158: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Temporal Discontinuties 0.538367 -1.647046 -0.979455 -0.199508 -0.434266 0.378223 -0.570925 -0.480650 0.538367

Antenna 158: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 3.782598 -0.305533 -1.789833 0.376223 0.274849 3.128392 -0.189623 1.893605 3.782598

Antenna 158: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
158 N12 digital_ok ee Temporal Discontinuties -0.067426 -0.568605 -1.270455 -0.631800 -0.385514 -1.061469 -0.571774 -0.067426 -0.205373

Antenna 158: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 6.847053 -1.620182 -0.415495 -1.167039 -0.994670 -0.649756 -0.220554 6.847053 0.917902

Antenna 158: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Temporal Discontinuties 5.673784 -1.058962 0.071502 -1.092765 -1.005434 -0.297204 -0.033663 5.673784 1.975175

Antenna 158: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 158: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
158 N12 digital_ok nn Shape nan nan nan inf inf nan nan nan nan
In [ ]: